SHAWPACK NLP processing package
Project description
PyShbak
Now with PyShbak, dealing with Arabic texts has become easy, and in the future it will become easier with PyShbak
Installation
pip3 install PyShbak
Structure
|> PyShbak
| ------> | Normalization
|---------| ------> | Normalization_ar
|---------|---------| ------> | alef
|---------|---------| ------> | lamalef
|---------|---------| ------> | hamza
|---------|---------| ------> | tah
|---------|---------| ------> | madah
|---------|---------| ------> | normalization_all
| ------> Processor
|---------| ------> | Arabic_Processor
|---------|---------| ------> | remove_stopword
|---------|---------| ------> | remove_other_lang
|---------|---------| ------> | remove_diacritics
|---------|---------| ------> | remove_arabic_punctuations
|---------|---------| ------> | arabic_only
|---------|---------| ------> | with_out_num
|---------| ------> | English_Processor
|---------|---------| ------> | remove_stopword
|---------|---------| ------> | english_only
|---------|---------| ------> | remove_english_punctuations
|---------|---------| ------> | with_out_num
|---------| ------> | General_Processor
|---------|---------| ------> | remove_mentions
|---------|---------| ------> | remove_hasgtag
|---------|---------| ------> | remove_links
|---------|---------| ------> | remove_punctation
|---------|---------| ------> | keep_text
|---------|---------| ------> | remove_emojis
|---------|---------| ------> | remove_whitespace
|---------| ------> | cleaningtext
|---------|---------| ------> | delete_repeated_characters
|---------|---------| ------> | replace_letters
|---------|---------| ------> | clean_text
|---------|---------| ------> | remove_vowelization
|---------|---------| ------> | remove_stopword
|---------|---------| ------> | stem_text
|---------|---------| ------> | text_prepare
Example:
pip3 install PyShbak
from PyShbak.TweetsCleaner import Clean_tweet
text = 'akhhh !تَوقَعْت إذا جات داريا بشوفهم كاملين بس لي للحين احس فيه احد ناقْصهم 💔 #Avlu https://www.messenger.com/ @PyShbak '
Clean_tweet.ar(text)
output:
' توقعت اذا جات داريا بشوفهم كاملين بس لي للحين احس فيه احد ناقصهم '
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